International Journal of Intelligent Computing and Information Sciences最新文献

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Comparative Study of Atmospheric Correction Methods of ASTER Data to Enhance the Delineation of Uranium Mineralized Zones ASTER资料大气校正方法加强铀矿带圈定的比较研究
International Journal of Intelligent Computing and Information Sciences Pub Date : 2019-06-01 DOI: 10.21608/ijicis.2019.62616
Mahinaz Shawkya
{"title":"Comparative Study of Atmospheric Correction Methods of ASTER Data to Enhance the Delineation of Uranium Mineralized Zones","authors":"Mahinaz Shawkya","doi":"10.21608/ijicis.2019.62616","DOIUrl":"https://doi.org/10.21608/ijicis.2019.62616","url":null,"abstract":"Multispectral imaging sensors are utilized to discover and identify various surface materials, topographical and geological features. Also it is a used to differentiate lithological units and to provide mineral maps. Although successful processing methodologies have been developed for Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) imagery for mineral exploration and geological mapping. Questions still arise regarding the optimal atmospheric correction for these applications. This article provides an outline and an evaluation of existing atmospheric compensation algorithms applied on the visible and shortwave infrared spectral region. This may assist in developing a uranium exploration program using ASTER imagery by delineation of the altered minerals associated with the uranium mineralization","PeriodicalId":244591,"journal":{"name":"International Journal of Intelligent Computing and Information Sciences","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130418617","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
An Intelligent Synchronous E-Learning Management System Based on Multi-Agents of Linked Data, Ontology, and Semantic Service 基于关联数据、本体和语义服务的智能同步电子学习管理系统
International Journal of Intelligent Computing and Information Sciences Pub Date : 2019-06-01 DOI: 10.21608/ijicis.2019.62606
A. Amin
{"title":"An Intelligent Synchronous E-Learning Management System Based on Multi-Agents of Linked Data, Ontology, and Semantic Service","authors":"A. Amin","doi":"10.21608/ijicis.2019.62606","DOIUrl":"https://doi.org/10.21608/ijicis.2019.62606","url":null,"abstract":"","PeriodicalId":244591,"journal":{"name":"International Journal of Intelligent Computing and Information Sciences","volume":"43 4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130470372","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
PREPROCESSING THE EGYPTIAN ARABIC DIALECT FOR PERSONALITY TRAITS PREDICTION 用于人格特征预测的埃及阿拉伯语方言预处理
International Journal of Intelligent Computing and Information Sciences Pub Date : 2019-06-01 DOI: 10.21608/ijicis.2019.62603
M. Salim, S. Saad, M. Aref
{"title":"PREPROCESSING THE EGYPTIAN ARABIC DIALECT FOR PERSONALITY TRAITS PREDICTION","authors":"M. Salim, S. Saad, M. Aref","doi":"10.21608/ijicis.2019.62603","DOIUrl":"https://doi.org/10.21608/ijicis.2019.62603","url":null,"abstract":"Each individual has his own distinct character, making his own decisions which is based on his personality. Researchers in computer science field have tried to reach a model for extracting personality traits relying on user’s profiles on social network sites as an input. Content created by users such as text posts, photos and shared activities in social network sites are considered as a huge source of data. Regarding user-created text, it has been proved that text pre-processing has a great impact if was applied to text before using it in research. In this paper, the effect of pre-processing (stemming and stop word removal) and adding numerical features is tested on the performance of Arabic personality prediction using AraPersonality dataset, which yielded 3.0% and 6.7% overall improvement to baseline experiments in binary representation and multiclass representation respectively","PeriodicalId":244591,"journal":{"name":"International Journal of Intelligent Computing and Information Sciences","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124219690","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
The Study on the Optimism and the Amount of Trust in Social Media Content and the Level of their Ethical Health among the Students of Sirjan University of Technology 锡尔扬理工大学学生对社交媒体内容的乐观度、信任度及道德健康水平的研究
International Journal of Intelligent Computing and Information Sciences Pub Date : 2019-06-01 DOI: 10.21608/IJICIS.2019.62604
S. Khajehasani, L. Dehyadegari
{"title":"The Study on the Optimism and the Amount of Trust in Social Media Content and the Level of their Ethical Health among the Students of Sirjan University of Technology","authors":"S. Khajehasani, L. Dehyadegari","doi":"10.21608/IJICIS.2019.62604","DOIUrl":"https://doi.org/10.21608/IJICIS.2019.62604","url":null,"abstract":"As trust in the physical space is an interactive element, the interaction in the internet as a space parallel to physical space, requires a level of trust especially the interpersonal trust. Perhaps we can argue that trust in the internet is more important, due to the acceptance of higher risk in the interaction with anonymous individuals. The effective mechanisms are applied in the internet financial transactions including trust in the trade marks, trust in the reputation of company or institution name/title, and trust in the secure technology used; however, in non-commercial interactions, the trust still has much higher risk. It originates from the need to interact with those whose identity is unknown to us. Thus, in this research we examine the amount of trust in the content of these social networks. This is a survey study and the research population consists of 200 students of Sirjan University of Technology that is randomly chosen. According to the statistical results obtained, there is no significant relationship between the time spent on virtual social networks and their daily use with trust in the social networks. However, there is a consistent significant relationship between the type of membership in virtual social networks and students’ trust in them.","PeriodicalId":244591,"journal":{"name":"International Journal of Intelligent Computing and Information Sciences","volume":"74 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121281568","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Intelligent Synchronous E-Learning Management System Based on Multi-Agents of Linked Data, Ontology, and Semantic Service. 基于关联数据、本体和语义服务的智能同步电子学习管理系统。
International Journal of Intelligent Computing and Information Sciences Pub Date : 2019-06-01 DOI: 10.21608/IJICIS.2019.5842.1003
A. Amin
{"title":"Intelligent Synchronous E-Learning Management System Based on Multi-Agents of Linked Data, Ontology, and Semantic Service.","authors":"A. Amin","doi":"10.21608/IJICIS.2019.5842.1003","DOIUrl":"https://doi.org/10.21608/IJICIS.2019.5842.1003","url":null,"abstract":"E-learning is a method of distance learning using electronic media, where each learner and instructor have interacted via learning content present on the web. So, e-learning playing a major role in the learning and teaching activities at institutions of higher education worldwide. Web technology for the construction of synchronous e-learning has been successfully developed to provide automatic educational content. The most important developments in this area are the semantic web that provides distributed information with a specific meaning precisely so that e-learning becomes an efficient relevant task that grows in new dynamically changing at the same time with the learning requirements and needs of the learner. This paper has contributed to this goal by establishing a system known as Intelligent Synchronous E-Learning Management System (ISEMS) that based on multi-agent such as semantic service, ontology, and linked data. Each agent represents the basis for organizing content resources, sequence learning, and adaptation. ISEMS shows how the automatic generates of hypertext structures from distributed metadata is utilized from the semantic web resource description formats. The description is based primarily on the content, context, and content structure of the learning material then provides flexible and personalized access to these educational materials.","PeriodicalId":244591,"journal":{"name":"International Journal of Intelligent Computing and Information Sciences","volume":"12 20","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120843565","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Building Intelligent Semantic Educational System (ISES) Based on Ontology and Semantic Web Mining 基于本体和语义Web挖掘的智能语义教育系统构建
International Journal of Intelligent Computing and Information Sciences Pub Date : 2019-06-01 DOI: 10.21608/IJICIS.2019.62608
A. Amin
{"title":"Building Intelligent Semantic Educational System (ISES) Based on Ontology and Semantic Web Mining","authors":"A. Amin","doi":"10.21608/IJICIS.2019.62608","DOIUrl":"https://doi.org/10.21608/IJICIS.2019.62608","url":null,"abstract":"This research presents a method to build an intelligent semantic education system based on two novel techniques namely ontology and semantic web mining. Ontologies are a powerful mechanism to solve a retrieval problem that is exacerbated rapidly within the modern educational systems, when there are individual differences between instructors and learners in the previous backgrounds and levels of knowledge. In intelligent education systems, four types of ontology are identified that represent knowledge: students, content, education, and structure. There is a promising approach for satisfying the intelligent education systems requirements, which is one of the most prominent semantic Web ideas, based on commonly shared meaning (ontology) and metadata processed automatically. This approach can be supported using semantic querying and conceptual navigation for learning materials.One of the important results of this paper is the depth of most of the inferences derived from learning ontologies. Relations such as \"has_Part\" and \"is_Part_Of\" and their interplay can be easy dealing by the users. Therefore, this type of thinking can be presented through an automatic mechanism, and semantic information is necessary for reasoning about an automatic occurrence.","PeriodicalId":244591,"journal":{"name":"International Journal of Intelligent Computing and Information Sciences","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131236744","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
A SYSTEM FOR MANAGING ATTENDANCE OF ACADEMIC STAFF MEMBERS IN UNIVERSITY DEVELOPMENT PROGRAMS USING FACE RECOGNITION 在大学发展项目中使用人脸识别技术管理学术人员出勤的系统
International Journal of Intelligent Computing and Information Sciences Pub Date : 2018-10-01 DOI: 10.21608/IJICIS.2018.7706
W. ElSaid
{"title":"A SYSTEM FOR MANAGING ATTENDANCE OF ACADEMIC STAFF MEMBERS IN UNIVERSITY DEVELOPMENT PROGRAMS USING FACE RECOGNITION","authors":"W. ElSaid","doi":"10.21608/IJICIS.2018.7706","DOIUrl":"https://doi.org/10.21608/IJICIS.2018.7706","url":null,"abstract":"great development in all aspects of the life imposes new changes on various organizations. Since the academic institutions are not isolated from the real world events, they have sought to build an integrated strategy for developing their activities and services to keep pace with the new reality. One of the major development areas in the university sector is the improvement of the academic staff members’ skills on both the leadership and academic levels through a series of certified development programs. Until now, recording the members’ attendance in these programs depends on traditional manual methods which have many drawbacks. Therefore, the current study presents an automatic system based on face recognition technology to address these drawbacks.The proposed system includes five main steps: capturing member image, detecting member face, extracting facial features, comparing facial features and creating target reports. The system usefulness can be viewed form two major aspects.Aspect-1; is the accuracy rate in which proposed system achieved significant performance under ideal imaging conditions and achieved acceptable performance under un-ideal imaging conditions compared with some other systems in the same field. Aspect-2; is the cost rate in which the proposed system does not require an expensive settings, making it an appropriate choice for various educational institutions.","PeriodicalId":244591,"journal":{"name":"International Journal of Intelligent Computing and Information Sciences","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114166812","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
INTELLIGENTPERSONALIZATION APPROACHESFORCOMPLEX CUSTOMER BEHAVIOUR: AN OVERVIEW 复杂客户行为的智能个性化方法:概述
International Journal of Intelligent Computing and Information Sciences Pub Date : 2018-10-01 DOI: 10.21608/IJICIS.2018.7927
M. Galal, Ghada Hassan, M. Aref
{"title":"INTELLIGENTPERSONALIZATION APPROACHESFORCOMPLEX CUSTOMER BEHAVIOUR: AN OVERVIEW","authors":"M. Galal, Ghada Hassan, M. Aref","doi":"10.21608/IJICIS.2018.7927","DOIUrl":"https://doi.org/10.21608/IJICIS.2018.7927","url":null,"abstract":"Intelligent techniques have been used in the marketing and sales sectors of business toimprove analysis, increase revenues and save time. In customer-centric institutions, one of the areas inwhich intelligent techniques and data mining algorithms have been used is the personalization forenhanced CRM (customer relationship management) performance. However, with a growing number ofcustomers, the diversity of products on offer, the complex behavior of customer groups and thecontinuous change of personalization parameters, the production of a tailored personalizedrecommendation and the prediction of future needs are a challenging task. Within these institutions,personalization that is more true to the customer needs leads to better targeted marketing campaignsand enhances customer satisfaction with the ultimate aim of increasing the rates of customer retention,and improving competitive advantage. Intelligent techniques and data mining algorithms have beenused to produce a more accurately tailored action or service to individual customers or segments ofcustomers. However, many limitations still exist in the CRM personalization lifecycle that underminethe scope of personalized actions that follow; especially in evaluating of effectiveness of targeting,ensuring the coverage of a large segment customers and the control on the decision making process.","PeriodicalId":244591,"journal":{"name":"International Journal of Intelligent Computing and Information Sciences","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127697300","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Perfromance Analysis of aTree Routing Protocol for Cognitive Radio Network Under Impact of Different Primary User Activity Patterns. 不同主用户活动模式影响下的认知无线网络树路由协议性能分析
International Journal of Intelligent Computing and Information Sciences Pub Date : 2018-10-01 DOI: 10.21608/IJICIS.2018.7912
M. Hashem, Shrief I. Barakat, Mahmoud A. AttaAlla
{"title":"Perfromance Analysis of aTree Routing Protocol for Cognitive Radio Network Under Impact of Different Primary User Activity Patterns.","authors":"M. Hashem, Shrief I. Barakat, Mahmoud A. AttaAlla","doi":"10.21608/IJICIS.2018.7912","DOIUrl":"https://doi.org/10.21608/IJICIS.2018.7912","url":null,"abstract":"The mistakes in the spectrum management have drive to a problem of the scarcity of spectrum,which can be solved through the use of Cognitive Radio (CR) technology. The main concept of CRtechnology allows unauthorized users (secondary users (SUs))for using the spectrum resources forcommunication without harm authorized users (primary users (PUs)).The traditional wireless networks,the nodes are connected based on a centralized infrastructure. But in Cognitive Radio Ad Hoc Network(CRAHN) Networks, mobile SUs nodes are connected to each other without a central infrastructure.Routing in CRAHNs is an important and necessary process in CRAHNs. It faces many and variouschallenges. These challenges include PUs intervention, frequently dynamic topology, energyconsumption problems, unavailable channels, and fragile connections between nodes. The our probasedrouting protocol called A tree routing protocol for cognitive radio network (C-TRP) has utilized the treerouting algorithm with a spectrum management module in one routing decision module. In this paper,weevalute a performance of the tree routing protocol (C-TRP) under the influence of the different PUsactivity patterns with help of three performance metrics :hop count, the number of CR nodes and numberof available channels. The performance evaluation is evaluted using NS-2 simulator. Simulation resultsconfirm that C-TRP outperforms “spectrum-tree based on demand routing protocol for multi-hopcognitive radio networks”(STOD-RP), and Cognitive Tree-based Routing(CTBR) in terms of packetdelivery ratio and causes less harmful interference to PR nodes, and also less end-to-end delay in allprimary radio nodes activity patterns.","PeriodicalId":244591,"journal":{"name":"International Journal of Intelligent Computing and Information Sciences","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128360538","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
COMPARATIVE STUDY OF ROUTING PROTOCOLS FOR MOBILE AD HOC NETWORKS 移动AD hoc网络路由协议的比较研究
International Journal of Intelligent Computing and Information Sciences Pub Date : 2018-10-01 DOI: 10.21608/IJICIS.2018.7913
A. El-Kabbany, Hanafy M. Ali, A. Hussein, Ben Tawfeek
{"title":"COMPARATIVE STUDY OF ROUTING PROTOCOLS FOR MOBILE AD HOC NETWORKS","authors":"A. El-Kabbany, Hanafy M. Ali, A. Hussein, Ben Tawfeek","doi":"10.21608/IJICIS.2018.7913","DOIUrl":"https://doi.org/10.21608/IJICIS.2018.7913","url":null,"abstract":"Mobile Ad-hoc Network (MANET) is an infrastructure less and decentralized networkwhich need a robust dynamic routing protocol. Many routing protocols for such networks have beenproposed so far to find optimized routes from source to the destination and prominent among them areDynamic Source Routing (DSR), Ad-hoc On-Demand Distance Vector (AODV), and Destination-Sequenced Distance Vector (DSDV) routing protocols. The performance comparison of these protocolsshould be considered as the primary step towards the invention of a new routing protocol. This paperpresents a performance comparison of proactive and reactive routing protocols DSDV, AODV and DSRbased on QoS metrics (packet delivery ratio, average end-to-end delay, throughput, and jitter),normalized routing overhead and normalized MAC overhead by using the NS-2 simulator. In this work,the performance comparison is conducted by varying mobility speed, a number of nodes and data rate.The comparison results show that AODV performs optimally well not the best among all the studiedprotocols.","PeriodicalId":244591,"journal":{"name":"International Journal of Intelligent Computing and Information Sciences","volume":"71 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123197043","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 13
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